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MCP servers tagged context-engineering
520 live MCP servers tagged "context-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with context-engineering.
Contextpulse MCP
Real-time MCP server that tracks context budget, detects agent loops, and alerts before token overflow — for Claude Code, Cursor, and any MCP-compatible AI tool.
Agentenna
Agentenna is the awareness layer for AI agents — a live, token-bounded view of what's happening, rendered straight into context.
Open Swe
Build an open-source internal coding agent framework for teams to automate software development with LangGraph and deep agent workflows
Nosedive
Turns a plain notes repo into a bridge: one repo that holds the plan and drives agentic work across your other repos.
Skillpack Forge
One manifest for every AI coding agent: generate AGENTS.md, CLAUDE.md, Claude/Codex Skills, Cursor rules, Copilot instructions, MCP resources, and MCPB bundles.
Agentic Harness
The operating system I wrap around coding agents to ship and maintain production software: durable context, decision discipline, orchestrated sub-agents, and verification gates. O…
Agent Native Format
Token-minimal system views for AI agents. Translate Kubernetes and live state into compact Agent Native Format with Go tooling and governed execution primitives.
Pmem
Persistent project memory for AI coding agents: local-first CLI, MCP, SDK, and hybrid recall.
Buzz Context
Starter for attaching ContextStream project context to agents in any Buzz community
Aegis Community Preview
Local-first MCP bridge for AI document context and safe Community workflows.
Starlight Memory
Memory provider contract and routing layer for SIS: sovereign storage policy, resources, and agent memory interfaces.
Contextual Memory Architecture
A local-first, Obsidian-compatible memory layer for persistent AI agents. Reasoner + Retriever + Recorder over a markdown vault.
Metapowers
A Claude Code plugin that adds an agentic skills framework, with MCP's and a meta prompting processes. Inspired by "Superpowers" & "Figma Console MCP", but not just for developmen…
AI Engineering Atlas
AI Engineering Atlas — The interactive map for understanding modern AI systems, architectures, and engineering patterns.
C31
C31 — Agent Harness System. Memory that persists. Instincts that evolve. Context that stays healthy.
Aim CLI
One context layer for every AI coding assistant — unified memory, tasks, docs & rules for Claude Code, Cursor, Windsurf, Copilot, Gemini & MCP, from a single source of truth. Zero…
Contextpact
Local-first context and coordination for people working across AI tools.
Ozm Codex Agent Governance Skills
Codex-native OZM skill pack for AI coding agent governance, agentic coding loops, claim ceilings, and AGENTS.md-aware workflows.
DevWit
Lean-context AI-native desktop IDE: multi-agent orchestration, authorization gate, transparent context & MCP. 747 unit tests, 3 platforms.
Containers
A portable "brain in a box" for AI coding agents: persistent file-based memory + self-reported capabilities + a machine-enforced close ritual + field-tested learning — surviving s…
Grounded Context
Grounded, auditable context layer for enterprise agents: a deterministic path for exact facts + Elasticsearch hybrid retrieval for exploration, exposed over MCP. Every answer carr…
Coreball
Semantic context compiler for LLM coding agents — packs the smallest useful codebase context for any task. Zero dependencies, deterministic, token-efficient.
Jev Codex Workbench
Codex plugin and MCP server for TypeSafe Jev decisions and recoverable context reduction, with optional local Laya-MLX and token/time measurement tools.
Contextsynapse
The shared brain your agents are missing — open-source context engine for AI agents
Setree Rag
An RAG algorithm that injects an overall view of the user as context while not disregarding details.
Lookaberry
Autonomous, headless AI Go-to-Market (GTM) outbound engine & MCP Server powered by PostgreSQL 16 + pgvector.
RepoBound
Local-first context compiler for coding agents: find, explain, control and replay the repository context your agent works with.
Skill Radar
Daily GitHub radar for AI agent skills, MCP servers, prompts, and agent-native developer tools.
Pi Mem
Harness-verified memory recall for coding agents — re-checks a memory note against ground truth on read (verified/stale/unverifiable). Built on the pi-gate trust boundary.
Codex Jev
Evidence selection and quota-aware recovery for Codex. Optional Jev reranking, local privacy controls, exact source reads. Keep your coding model.
Blackboard
Local, agent-agnostic context store for multi-agent LLM systems. Cold resume measured flat at 2,679 tokens regardless of board size.
Farscry
Farscry: see through any image. Converts screenshots into structured context for AI agents. OCR + layout analysis + TOON output. Zero API cost. Single binary.
Deep Context
Build verified, comprehensive context packs from a folder — with citations, contradiction detection, self-test calibration, and a one-page actionable digest. A Claude Code skill.
Neeh SDK
Agent-native digital ink SDK and protocol stack for structured, editable handwriting: stable strokes, deterministic analysis, bounded context retrieval, validated editing tools, U…
Book Agent Harness
《Agent Harness 工程》：对照 23 个真实 coding agent 的源码，讲清 agent 里模型之外那部分代码的设计决策。在线阅读 + PDF/EPUB。
Never4ga
Markdown-first, local-first personal knowledge, context, memory, and agent-support system.
Jettison
Token optimizer for AI coding agents. Repo map, read pruning, prose compression — client-side, no proxy. 20-25% fewer turns, measured by live A/B. Verify it on your own repo.
ScoutPack
Local code search and token-budgeted repository context for AI coding agents. Rust CLI and read-only MCP server for PR review, debugging, and agent handoffs.
SwarmMojo
Full-fledged local-first AI agent harness combining ROMS (RAG, OKF, MCP, Skills), Decision AI, correction memory, and reviewable workflow preparation.
Tool Visibility Controller
Claude Code plugin for per-agent tool visibility — hide and refuse subagents, skills, MCP and built-in tools per loop
CLI
The agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence,…
Engram
MCP memory server for Claude Code, Cursor and AI agents - Rust local-first AI memory with hybrid search, SQLite, knowledge graph and Python/TypeScript SDKs
My Harness
A from-scratch Python coding agent harness exploring model execution loops, tool orchestration, permission controls, context management, and multi-provider LLM integration without…
Agent Context Kit
Local-first context engineering toolkit for AI coding agents — build scoped, reproducible, and auditable project context for Codex, Claude, Cursor, and MCP clients.
HUSK
Observability meets context engineering for AI agents. Monitor, extract knowledge, track secrets, surface context. OTel-native.
Laya Engine
Локальный движок типизированных решений (choice/score/noul) на Go + ONNX Runtime: ~322M параметров, один forward pass на батч вопросов, GPU/CPU, без Python в рантайме. Плагин и на…
Agentic Engineering
Free animated course on agentic engineering: building real software with AI coding agents (Claude Code, Codex, Cursor). 24 lessons from 126 talks & articles. Your agent can take i…
Agent Engineering Curriculum
A 36-chapter curriculum on building, evaluating, securing and operating LLM agents in production: patterns, context engineering, memory, frameworks, MCP and A2A, evals, observabil…
Agent Kernel
Missing operating-system primitives for agent runtimes: disposable sessions, models as workers, context as virtual memory, artifacts as the system of record. A specification in pr…
Agent Browser
Agent-readable semantic browser layer for AI agents — token-efficient web understanding, semantic snapshots, persistent sessions, and MCP/CLI/Python APIs.